eess.SY · 2026-06-29 · No. 38

Systems and Control, 2026-06-29.

2 new papers in eess.SY. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

2 entries
  1. 01

    PAC-Bayesian Certificates for Quadratic Closed-Loop Control

    Domagoj Herceg

    eess.SY · cs.LG

    PAC-Bayesian bounds provide finite-sample guarantees for data-dependent randomized predictors, but applying them to learning-based control is difficult because the natural objective is a quadratic trajectory cost. Such losses are unbounded, non-Lipschitz , and lead to response-dependent Chernoff terms. We employ System Level Synthesis parameterization, which exposes the closed-loop trajectory map of a linear system directly and makes the...

    arxiv.org/abs/2606.28281 · PDF

  2. 02

    From Detection to Action: Using LLM Agents for Fault-Tolerant Control

    Javal Vyas, Milapji Singh Gill, Artan Markaj, Felix Gehlhoff, Mehmet Mercangöz

    eess.SY · cs.LG

    We propose an agentic Large Language Model (LLM) framework for active Fault-Tolerant Control (FTC) that transforms fault detection outputs into constraint-aware recovery actions grounded in plant-specific knowledge. The approach couples (i) a multi-agent workflow that decomposes operator duties into monitoring, planning, action synthesis, simulation, validation, and reprompting; (ii) a Digital Process Plant Twin (DPPT) that exposes plant...

    arxiv.org/abs/2606.28011 · PDF

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